Title :
A multi-phase fuzzy controller for urban intersections and ITS implementation by BP neural network
Author :
Xu, Lunhui ; Duan, Yingxia ; Huang, Yanguo ; Chen, Cang
Author_Institution :
Coll. of Traffic & Commun., China Univ. of Technol., Guangzhou
Abstract :
According to the traffic flow features of urban intersections, a multi-phase adaptive control algorithm is given. The structure of network and program of realizing fuzzy control based on improved multi-layer BP neural networks are obtained. Results of simulation research show that with the abilities of learning and generation, the fuzzy neural controller can cope with the fast changing of arriving traffic flow and is suitable for all kinds of single intersections.
Keywords :
adaptive control; backpropagation; fuzzy control; fuzzy neural nets; neurocontrollers; traffic control; BP neural network; ITS implementation; multilayer BP neural networks; multiphase adaptive control algorithm; multiphase fuzzy controller; traffic flow features; urban intersections; Adaptive control; Automation; Communication system traffic control; Educational institutions; Fuzzy control; Fuzzy neural networks; Intelligent control; Neural networks; Traffic control; Vehicles; Fuzzy Control; Neural Network; Traffic Control;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4593015
